joey00072 / nanoGRPOLinks
nanoGRPO is a lightweight implementation of Group Relative Policy Optimization (GRPO)
☆108Updated 2 months ago
Alternatives and similar repositories for nanoGRPO
Users that are interested in nanoGRPO are comparing it to the libraries listed below
Sorting:
- minimal GRPO implementation from scratch☆92Updated 4 months ago
- A simplified implementation for experimenting with RLVR on GSM8K, This repository provides a starting point for exploring reasoning.☆112Updated 5 months ago
- ☆114Updated 5 months ago
- ☆117Updated 4 months ago
- Minimal hackable GRPO implementation☆252Updated 5 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆86Updated this week
- Chain of Experts (CoE) enables communication between experts within Mixture-of-Experts (MoE) models☆216Updated 2 weeks ago
- Code for the paper: "Learning to Reason without External Rewards"☆319Updated this week
- Tina: Tiny Reasoning Models via LoRA☆266Updated last month
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆95Updated last month
- ☆144Updated 7 months ago
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆177Updated 3 weeks ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆98Updated 4 months ago
- ☆62Updated 11 months ago
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆59Updated 2 months ago
- Implementation of the Quiet-STAR paper (https://arxiv.org/pdf/2403.09629.pdf)☆54Updated 11 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆100Updated last month
- ☆98Updated last year
- Natural Language Reinforcement Learning☆90Updated 6 months ago
- A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).☆259Updated 3 weeks ago
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆173Updated 6 months ago
- Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"☆244Updated 2 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 2 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆163Updated last week
- Official repo of paper LM2☆41Updated 5 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆341Updated 7 months ago
- ☆96Updated 9 months ago
- A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning☆207Updated this week
- A highly capable 2.4B lightweight LLM using only 1T pre-training data with all details.☆195Updated last week
- A brief and partial summary of RLHF algorithms.☆131Updated 4 months ago